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Claire Vernade

18 papers · 2016–2025 · 8 conferences · across top CS/AI conferences

Achievements

๐Ÿ—บ๏ธ Taxonomy Completionist (17) ๐Ÿงญ Keyword Pioneer ๐Ÿฃ Hot Topic Early Bird ๐Ÿ Cross-Pollinator (11) ๐ŸŒˆ Renaissance Researcher (5) ๐ŸŒ‰ Interdisciplinary Bridge ๐ŸŒ Conference Polyglot (8) ๐Ÿƒ Academic Marathon (9) ๐Ÿ’Ž Century Club (18) ๐Ÿ”ฅ Unstoppable (7) ๐Ÿ“ˆ Trend Setter

Conferences

ICML (4) AISTATS (3) NIPS (3) ALT (2) COLT (2) ICLR (2) IJCAI (1) L4DC (1)

Top co-authors

Csaba Szepesvรกri (4) Andrรกs Gyรถrgy (3) Branislav Kveton (2) Sumeet Katariya (2) Alexandra Carpentier (2) Olivier Cappe (2) Zheng Wen (2) Onno Eberhard (2) Tor Lattimore (2) Thore Graepel (2)

Keywords

regret bound (8) multi-armed bandit (6) delayed feedback (3) regret minimization (2) linear bandit (2) online learning (2) contextual bandit (2) non-stationary environment (2) sampling strategy (1) dynamic programming (1) matrix factorization (1) kullback-leibler divergence (1) arm selection (1) importance weighting (1) off-policy evaluation (1) markov decision process (1) bayesian inference (1) thompson sampling (1) policy selection (1) dynamic regret (1)

Papers

Partially Observable Reinforcement Learning with Memory Traces ICML 2025
A Pontryagin Perspective on Reinforcement Learning L4DC 2025
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits AISTATS 2025
Algorithmic Learning Theory 2024: Preface ALT 2024
Beyond Average Return in Markov Decision Processes NIPS 2023
EigenGame Unloaded: When playing games is better than optimizing ICLR 2022
Asymptotically Optimal Information-Directed Sampling COLT 2021
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021
EigenGame: PCA as a Nash Equilibrium ICLR 2021
Non-Stationary Delayed Bandits with Intermediate Observations ICML 2020
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling ALT 2020
Stochastic bandits with arm-dependent delays ICML 2020
Linear bandits with Stochastic Delayed Feedback ICML 2020
Weighted Linear Bandits for Non-Stationary Environments NIPS 2019
Sparse Stochastic Bandits COLT 2017
Stochastic Rank-1 Bandits AISTATS 2017
Bernoulli Rank-1 Bandits for Click Feedback IJCAI 2017
Multiple-Play Bandits in the Position-Based Model NIPS 2016